Deep learning to detect bacterial colonies for the production of vaccines

Author:

Beznik Thomas,Smyth Paul,Lannoy Gael de,Lee John A.

Funder

GlaxoSmithKline

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference18 articles.

1. W.H. Organisation, About 116 million children worldwide receive basic vaccines every year, WHO Infographics.

2. Automatic particle and bacterial colony counter;Mansberg;Science,1957

3. A. Torelli, I. Wolf, N. e. a. Gretz, Autocellseg: robust automatic colony forming unit (cfu)/cell analysis using adaptive image segmentation and easy-to-use post-editing techniques, Scientific Reports 8 (1) (2018) 7302.

4. B. Jagga, D. Singh, Image processing based bacterial colony counter.

5. Cell colony counter called coconut;Siragusa;PloS one,2018

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5. Multi-Loss U-Net Reformulation as an Efficient Solution to the Colony-Forming Unit Counting Problem;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

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